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Help you find the for this project. Explain the math behind the CVAE used in the paper.

: This research is part of the broader field of Socially Aware Navigation (SAN) , which is critical for service robots in malls, airports, and hospitals. If you'd like, I can: need2bot

Week 1–2: Requirements, stakeholder interviews, define intents and success metrics Week 3–4: Basic NLU models, simple flows, and CMS for responses Week 5–6: Integrations (CRM, ticketing), escalation paths, security setup Week 7–8: Pilot with small user group, collect feedback, iterate Week 9–10: Expand intents, add RAG/document ingestion, performance tuning Week 11–12: Full rollout, monitor KPIs, plan next-phase advanced features Help you find the for this project

Launch the Need2Bot Designer. Sign up for a free tier (typically limited to one concurrent bot and 100 executions/month). Verify your email. If you'd like, I can: Week 1–2: Requirements,